Service · AI Solutions
Applied AI systems designed to be trusted in production, not just impressive in a demo.
Every model we ship comes with an evaluation harness, a monitoring dashboard and a rollback plan.
From use-case audit to a model that's monitored, not abandoned.
01
Use-case audit
We find where AI actually pays off in your business - and where it's slower, riskier or more expensive than the process it would replace.
02
Model or LLM selection & prompting strategy
The right model for the job, not the newest one - with a prompting and fine-tuning strategy suited to your data and budget.
03
Retrieval & data grounding
Answers grounded in your own data, not the model's guesswork - so outputs stay accurate as your content changes.
04
Evaluation harness & production monitoring
Every model ships with an evaluation harness, a monitoring dashboard and a rollback plan, so it stays reliable after launch day.
This is the discipline itself
Evaluation and monitoring aren't an add-on here - they're what separates a model that works in a demo from one your business can depend on.
Beyond the model
An AI feature is the start. Here's where it takes your business.
AI works best wired into a real product and real data - which is why we build it alongside SaaS platforms, data and CRM, not in isolation.
Case studies to explore
AI systems we've shipped and supported.
From a 100K-download mental health app to an embedded team behind an AI sales agent.
Tools we work with
Have an AI idea that needs to survive contact with production?
Tell us the use case - we'll tell you honestly whether AI is the right tool for it.

